Search Results for author: Bo Feng

Found 11 papers, 3 papers with code

TrojText: Test-time Invisible Textual Trojan Insertion

1 code implementation3 Mar 2023 Qian Lou, Yepeng Liu, Bo Feng

This paper proposes a solution called TrojText, which aims to determine whether invisible textual Trojan attacks can be performed more efficiently and cost-effectively without training data.

SST-2

GTrans: Spatiotemporal Autoregressive Transformer with Graph Embeddings for Nowcasting Extreme Events

no code implementations18 Jan 2022 Bo Feng, Geoffrey Fox

In contrast, applications in social networks, road traffic, physics, and chemical property prediction where data features can be organized with nodes and edges of graphs.

Property Prediction Time Series +1

Joint Planning of Distributed Generations and Energy Storage in Active Distribution Networks: A Bi-Level Programming Approach

no code implementations15 Jan 2022 Yang Li, Bo Feng, Bin Wang, Shuchao Sun

In this model, the upper-level aims to seek the optimal location and capacity of DGs and energy storage, while the lower-level optimizes the operation of energy storage devices.

Earthquake Nowcasting with Deep Learning

no code implementations18 Dec 2021 Geoffrey Fox, John Rundle, Andrea Donnellan, Bo Feng

We review previous approaches to nowcasting earthquakes and introduce new approaches based on deep learning using three distinct models based on recurrent neural networks and transformers.

Solving the Families In the Wild Kinship Verification Challenge by Program Synthesis

no code implementations13 Oct 2021 Junyi Huang, Maxwell Benjamin Strome, Ian Jenkins, Parker Williams, Bo Feng, Yaning Wang, Roman Wang, Vaibhav Bagri, Newman Cheng, Iddo Drori

Kinship verification is the task of determining whether a parent-child, sibling, or grandparent-grandchild relationship exists between two people and is important in social media applications, forensic investigations, finding missing children, and reuniting families.

Kinship Verification Program Synthesis

Spatial Attention-based Non-reference Perceptual Quality Prediction Network for Omnidirectional Images

1 code implementation10 Mar 2021 Li Yang, Mai Xu, Deng Xin, Bo Feng

To alleviate this issue, we propose a spatial attention-based perceptual quality prediction network for non-reference quality assessment on ODIs (SAP-net).

Image Quality Assessment

Spatiotemporal Pattern Mining for Nowcasting Extreme Earthquakes in Southern California

no code implementations20 Dec 2020 Bo Feng, Geoffrey C. Fox

With the enormous amount of data, modern GPU-powered deep learning presents a promising approach to analyze data and discover patterns.

Earthquake prediction

CryptoGRU: Low Latency Privacy-Preserving Text Analysis With GRU

no code implementations EMNLP 2021 Bo Feng, Qian Lou, Lei Jiang, Geoffrey C. Fox

Although prior secure networks combine homomorphic encryption (HE) and garbled circuit (GC) to preserve users' privacy, naively adopting the HE and GC hybrid technique to implement RNNs suffers from long inference latency due to slow activation functions.

Privacy Preserving

DICE: Automatic Emulation of DMA Input Channels for Dynamic Firmware Analysis

2 code implementations3 Jul 2020 Alejandro Mera, Bo Feng, Long Lu, Engin Kirda, William Robertson

We present DICE, a drop-in solution for firmware analyzers to emulate DMA input channels and generate or manipulate DMA inputs.

Cryptography and Security

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